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TransformEHR: Enhancing Disease Prediction by tuannlse171583 is a document available to read on EtoBox.
What is TransformEHR: Enhancing Disease Prediction about?
The article introduces TransformEHR, a transformer-based generative model designed to enhance disease outcome predictions using electronic health records (EHRs). By employing a novel pretraining strategy that predicts all future diseases and outcomes from past visits, TransformEHR demonstrates significant improvements in predictive performance, particularly for conditions like pancreatic cancer and intentional self-harm in PTSD patients. The model
- Author
- tuannlse171583
- Language
- EN